Cats in my Pocket

Cats in my Pocket

Deep learning image-to-image translation on a low-powered Pocket Chip

Artificial Intelligence, Internet of Things

Description

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Gallery

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 22834319 8329 48f1 a53f 9a3310e1a1e9

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Medium shb9wjmv

Daniel W. created project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

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Vidhi Jain

Mitacs Globalink Intern at Simon Fraser, Canada | Intern at Forschungszentrum Informatik (FZI), Germany | Citi Women Leader 2017 | GE Foundation Leader Scholar 2016 | Project Coordinator ACM Student Chapter | Founder and Vice Chair ACM-W Student Chapter

41, Paschim Marg, BITS, Pilani, Rajasthan 333031, India

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AAYUSH VARSHNEY

Lucknow Metropolitan Area, Uttar Pradesh

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Jong Hee Kim

Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia

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Praveen C Naik

6, Vijayashri Layout, Syndicate Bank Colony, Omkar Nagar, Arekere, Bengaluru, Karnataka 560076, India

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OLIVIA NAKAYIMA

Olivia is a young lady so passionate in networking and AI. She is currently undertaking a networking opportunity.

Kampala, Uganda

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Shrey Shrivastava

I am a student of cse in iit kgp. I don't know much about ai and ml but I want to learn it

Kharagpur, West Bengal, India

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